RACE is a large-scale reading comprehension dataset with more than 28,000 passages and nearly 100,000 questions. The dataset is collected from English examinations in China, which are designed for middle school and high school students.
Dataset Card
RACE is a large-scale reading comprehension dataset with more than 28,000 passages and nearly 100,000 questions. The dataset is collected from English examinations in China, which are designed for middle school and high school students. The dataset can be served as the training and test sets for machine comprehension. An example of 'train' looks as follows. An example of 'train' looks as follows. An example of 'train' looks as follows. The data fields are the same among all splits. - exampleid: a string feature. - article: a string feature. - answer: a string feature. - question: a string feature. - options: a list of string features. - exampleid: a string feature. - article: a string…
Excerpt from the card by Eduard Hovy, licensed other.
Structure
all 97,687 rows
| Split | Rows | Size |
|---|---|---|
| test | 4,934 | 9.8 MB |
| train | 87,866 | 175.3 MB |
| validation | 4,887 | 9.7 MB |
high 69,394 rows
| Split | Rows | Size |
|---|---|---|
| test | 3,498 | 7.0 MB |
| train | 62,445 | 124.6 MB |
| validation | 3,451 | 6.9 MB |
middle 28,293 rows
| Split | Rows | Size |
|---|---|---|
| test | 1,436 | 1.8 MB |
| train | 25,421 | 31.0 MB |
| validation | 1,436 | 1.8 MB |
Details
- Repository
- ehovy/race
- Publisher
- Eduard Hovy
- Task category
- Multiple choice
- Tags
- Not stated by the source
- Size category
- 10K<n<100K
- Languages
- en
- Revision
- 2fec9fd81f1dc971569a9b729c43f2f0e6436637
- Last updated
- 2024-01-04
Files
11 files, 83.0 MB in total.
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| all/test-00000-of-00001.parquet | Data | 2.1 MB | 442e6b5f22f5 |
| all/train-00000-of-00001.parquet | Data | 37.4 MB | d9986432dc7b |
| all/validation-00000-of-00001.parquet | Data | 2.0 MB | 2b3668ef8556 |
| high/test-00000-of-00001.parquet | Data | 1.7 MB | 97ef697f4c81 |
| high/train-00000-of-00001.parquet | Data | 30.4 MB | ea4766ae6849 |
| high/validation-00000-of-00001.parquet | Data | 1.7 MB | 9fc6a837dfa7 |
| middle/test-00000-of-00001.parquet | Data | 404.7 KB | 4ea3fb86ab6b |
| middle/train-00000-of-00001.parquet | Data | 7.0 MB | 33a9d28467c3 |
| middle/validation-00000-of-00001.parquet | Data | 406.9 KB | c8ede7668382 |
| README.md | Documentation | 11.0 KB | — |
| .gitattributes | Repository | 1.2 KB | — |
License and Download
- License
- other
- Access
- No access gate
Released by Eduard Hovy through its official repository on Hugging Face.